Boxiao Chen

University of Illinois at Chicago - College of Business Administration

Assistant Professor

601 S Morgan St

Chicago, IL 60607

United States

SCHOLARLY PAPERS

16

DOWNLOADS
Rank 15,952

SSRN RANKINGS

Top 15,952

in Total Papers Downloads

5,488

SSRN CITATIONS
Rank 11,636

SSRN RANKINGS

Top 11,636

in Total Papers Citations

112

CROSSREF CITATIONS

14

Scholarly Papers (16)

1.

Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information

Number of pages: 49 Posted: 24 Jun 2020 Last Revised: 18 Jan 2021
University of Illinois at Chicago - College of Business Administration, Massachusetts Institute of Technology (MIT) - School of Engineering, University of Texas at Dallas and Tsinghua University - Yau Mathematical Sciences Center
Downloads 714 (63,089)

Abstract:

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dynamic pricing, inventory control, fixed ordering cost, online learning, asymptotic analysis

2.

Multi-Modal Dynamic Pricing

Number of pages: 37 Posted: 26 Nov 2019 Last Revised: 20 Jul 2020
Yining Wang, Boxiao Chen and David Simchi-Levi
University of Texas at Dallas, University of Illinois at Chicago - College of Business Administration and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 661 (69,624)

Abstract:

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multi-modal reward function, dynamic pricing, nonparametric learning, asymptotic analyses

3.

Nonparametric Learning Algorithms for Joint Pricing and Inventory Control with Lost-Sales and Censored Demand

Number of pages: 44 Posted: 10 Sep 2016 Last Revised: 09 Oct 2020
Boxiao Chen, Xiuli Chao and Cong Shi
University of Illinois at Chicago - College of Business Administration, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and Management Science, Herbert Business School, University of Miami
Downloads 643 (72,170)
Citation 5

Abstract:

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algorithm, joint pricing and inventory control, lost-sales, censored demand, nonparametric

4.

Optimal Policies for Dynamic Pricing and Inventory Control with Nonparametric Censored Demands

Number of pages: 96 Posted: 17 Dec 2020 Last Revised: 27 Feb 2023
Boxiao Chen, Yining Wang and Yuan Zhou
University of Illinois at Chicago - College of Business Administration, University of Texas at Dallas and Tsinghua University - Yau Mathematical Sciences Center
Downloads 608 (77,299)

Abstract:

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dynamic pricing, inventory replenishment, censored demand, lost sales, regret minimization, bandit learning, non-concavity

5.

Coordinating Pricing and Inventory Replenishment with Nonparametric Demand Learning

Ross School of Business Paper No. 1294
Number of pages: 78 Posted: 25 Nov 2015 Last Revised: 13 Feb 2019
Boxiao Chen, Xiuli Chao and Hyun-Soo Ahn
University of Illinois at Chicago - College of Business Administration, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Michigan, Stephen M. Ross School of Business
Downloads 573 (83,238)
Citation 20

Abstract:

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dynamic pricing, inventory control, demand learning, nonparametric estimation, nonperishable products, asymptotic optimality

6.

Tailored Base-Surge Policies in Dual-Sourcing Inventory Systems with Demand Learning

Number of pages: 66 Posted: 27 Sep 2019 Last Revised: 29 Jun 2021
Boxiao Chen and Cong Shi
University of Illinois at Chicago - College of Business Administration and Management Science, Herbert Business School, University of Miami
Downloads 426 (119,203)
Citation 8

Abstract:

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inventory, dual-sourcing, censored demand, nonparametric, learning, regret analysis

7.

Dynamic Inventory Control with Stockout Substitution and Demand Learning

Number of pages: 78 Posted: 11 May 2018 Last Revised: 08 Aug 2019
Boxiao Chen and Xiuli Chao
University of Illinois at Chicago - College of Business Administration and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 322 (162,646)
Citation 3

Abstract:

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inventory control, stockout substitution, demand learning, asymptotic optimality

8.

Sample Complexity of Policy Learning for Inventory Control with Censored Demand

Number of pages: 42 Posted: 05 Aug 2022 Last Revised: 06 Jul 2023
Xiaoyu Fan, Boxiao Chen and Zhengyuan Zhou
New York University (NYU), University of Illinois at Chicago - College of Business Administration and New York University (NYU)
Downloads 310 (169,327)

Abstract:

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9.

Data Based Dynamic Pricing and Inventory Control with Censored Demand and Limited Price Changes

Number of pages: 61 Posted: 09 Dec 2015 Last Revised: 11 Feb 2020
Boxiao Chen, Xiuli Chao and Yining Wang
University of Illinois at Chicago - College of Business Administration, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Texas at Dallas
Downloads 263 (200,468)
Citation 20

Abstract:

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dynamic pricing, inventory replenishment, limited price changes, data-driven algorithm, censored demand, asymptotic analyses

10.

Data-Driven Inventory Control with Shifting Demand

Number of pages: 34 Posted: 19 Dec 2019 Last Revised: 31 Dec 2019
Boxiao Chen
University of Illinois at Chicago - College of Business Administration
Downloads 224 (234,338)
Citation 1

Abstract:

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inventory control, shifting demand, nonparametric learning, censored demand, asymptotic optimality

11.

Dynamic Pricing With Infrequent Inventory Replenishments

Number of pages: 40 Posted: 14 Oct 2022 Last Revised: 04 Jan 2023
Boxiao Chen, Menglong Li and David Simchi-Levi
University of Illinois at Chicago - College of Business Administration, City University of Hong Kong (CityU) - Department of Management Sciences and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 192 (270,041)

Abstract:

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Dynamic pricing, infrequent inventory replenishment, online demand learning, convergence analyses

12.

Pricing and Positioning of Horizontally Differentiated Products with Incomplete Demand Information

Number of pages: 63 Posted: 10 Sep 2020 Last Revised: 29 Jan 2021
Arnoud V. den Boer, Boxiao Chen and Yining Wang
University of Amsterdam - Korteweg-de Vries Institute for Mathematics, University of Illinois at Chicago - College of Business Administration and University of Texas at Dallas
Downloads 177 (290,110)

Abstract:

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Horizontal Product Differentiation, Hotelling Model, Dynamic Pricing, Product Positioning, Incomplete Information

13.

Self-adapting Robustness in Demand Learning

Number of pages: 40 Posted: 17 Dec 2020
University of Illinois at Chicago - College of Business Administration, University of Illinois at Chicago - College of Business Administration, University of Illinois at Chicago - College of Business Administration and University of Michigan, Stephen M. Ross School of Business
Downloads 163 (311,289)

Abstract:

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dynamic pricing, demand learning, self-adapting algorithm, robust optimization, risk management, regret minimization

14.

Online Learning for Dual Index Policies in Dual Sourcing Systems

Number of pages: 45 Posted: 29 Jun 2022 Last Revised: 17 Nov 2023
Jingwen Tang, Boxiao Chen and Cong Shi
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Illinois at Chicago - College of Business Administration and Management Science, Herbert Business School, University of Miami
Downloads 143 (346,831)

Abstract:

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inventory, dual sourcing, dual index policy, learning, bandits, sample average approximation

15.

Parametric Demand Learning with Limited Price Explorations in a Backlog Stochastic Inventory System

Chen, B. and Chao, X., 2019. Parametric demand learning with limited price explorations in a backlog stochastic inventory system. IISE Transactions, 51(6), pp.605-613.
Number of pages: 22 Posted: 25 Apr 2018 Last Revised: 19 Sep 2020
Boxiao Chen and Xiuli Chao
University of Illinois at Chicago - College of Business Administration and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 48 (671,792)
Citation 2

Abstract:

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backlog inventory control, parametric demand learning, limited price exploration, asymptotic optimality

16.

No-Regret Learning in Multi-Retailer Inventory Control

Number of pages: 45 Posted: 22 Nov 2023 Last Revised: 05 Dec 2023
New York University (NYU), University of Illinois at Chicago - College of Business Administration, New York University (NYU) - Department of Information, Operations, and Management Sciences and New York University (NYU)
Downloads 21 (874,379)

Abstract:

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inventory control, multi-agent online learning, partially observed Markov game, last-iterate convergence